A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer's Disease.

CONCLUSIONS: Residual extraction approach in a deep learning method achieved a high accuracy for the differential diagnosis of iNPH, AD, and healthy controls trained with a small number of cases.
PMID: 31969525 [PubMed - as supplied by publisher]

Source: Magnetic Resonance in Medical Sciences : MRMS - January 21, 2020 Category: Radiology Authors: Irie R, Otsuka Y, Hagiwara A, Kamagata K, Kamiya K, Suzuki M, Wada A, Maekawa T, Fujita S, Kato S, Nakajima M, Miyajima M, Motoi Y, Abe O, Aoki S Tags: Magn Reson Med Sci Source Type: research